MatchLinReg: Combining Matching and Linear Regression for Causal Inference
Version 0.7.0

Core functions as well as diagnostic and calibration tools for combining matching and linear regression for causal inference in observational studies.

Browse man pages Browse package API and functions Browse package files

AuthorAlireza S. Mahani, Mansour T.A. Sharabiani
Date of publication2015-07-12 11:06:19
MaintainerAlireza S. Mahani <alireza.s.mahani@gmail.com>
LicenseGPL (>= 2)
Version0.7.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("MatchLinReg")

Man pages

lalonde: Lalonde's National Supported Work Demonstration data
lindner: Lindner Center data on 996 PCI patients analyzed by Kereiakes...
mlr: Creating a series of matched data sets with different...
mlr.bias: Treatment effect bias
mlr.bias.constructor: Generating the treatment effect bias constructor vector
mlr.combine.bias.variance: Combining bias and variance to produce total MSE for...
mlr.generate.Z.o: Generating omitted covariates from included covariates
mlr.match: Thin wrapper around 'Match' function from 'Matching' package
mlr.orthogonalize: Orthogonalization of vectors with repsect to a matrix
mlr.power: Power analysis for causal inference using linear regression
mlr.smd: Standardized mean difference
mlr.variance: Treatment effect variance
plot.summary.mlr: Plotting diagnostic and calibration objects resulting from...
summary.mlr: Applying diagnostic and calibration functions to mlr objects

Functions

colname.assemble Source code
colname.dissemble Source code
colname.standardize Source code
lalonde Man page
lindner Man page
mlr Man page Source code
mlr.add.int Source code
mlr.add.step Source code
mlr.bias Man page Source code
mlr.bias.constructor Man page Source code
mlr.combine.bias.variance Man page Source code
mlr.generate.Z.o Man page Source code
mlr.match Man page Source code
mlr.orthogonalize Man page Source code
mlr.power Man page Source code
mlr.smd Man page Source code
mlr.variance Man page Source code
onAttach Source code
plot.summary.mlr Man page Source code
summary.mlr Man page Source code

Files

NAMESPACE
data
data/lindner.RData
data/lalonde.RData
R
R/mlr_core.R
R/mlr_utils.R
R/mlr_wrapper.R
R/zzz.R
MD5
DESCRIPTION
man
man/mlr.bias.constructor.Rd
man/lindner.Rd
man/lalonde.Rd
man/mlr.bias.Rd
man/summary.mlr.Rd
man/mlr.orthogonalize.Rd
man/mlr.smd.Rd
man/mlr.generate.Z.o.Rd
man/mlr.power.Rd
man/mlr.variance.Rd
man/mlr.match.Rd
man/plot.summary.mlr.Rd
man/mlr.Rd
man/mlr.combine.bias.variance.Rd
MatchLinReg documentation built on May 19, 2017, 6:38 p.m.